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i_am_rocoe

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I patched llama.cpp to gain 20% prompt processing TPS. Help me make a PR

6 ポイント·投稿者 i_am_rocoe·15 日前·2 コメント

As; HN: I was curious why MTP affects PP TPS in llama.cpp. My PoC recovers it?

4 ポイント·投稿者 i_am_rocoe·17 日前·1 コメント

コメント

i_am_rocoe
·15 日前·議論
Thank you!
i_am_rocoe
·15 日前·議論
[dead]
i_am_rocoe
·17 日前·議論
If you want to run the PoC locally to replicate:

Clone the masked-nextn-skip-catchup branch:

https://codeberg.org/rocoe/llama.cpp/src/branch/masked-nextn...

Run llama-server with at least --n-gpu-layers 99 --spec-type draft-mtp --spec-draft-n-max 2 --parallel 1 --no-cache-prompt.

I used Qwen3.6-35B-A3B-UD-Q2_K_XL MTP:

https://huggingface.co/unsloth/Qwen3.6-35B-A3B-MTP-GGUF?show...

I tested on a L40S (using Modal).

About the parameters:

--parallel 1, see Code review findings:

https://codeberg.org/rocoe/llama.cpp/src/branch/masked-nextn...

--no-cache-prompt, see Known limitations:

https://codeberg.org/rocoe/llama.cpp/src/branch/masked-nextn...